{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "saved-crown",
   "metadata": {},
   "source": [
    "# Customizing QuickPlot"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "adjacent-internship",
   "metadata": {},
   "source": [
    "This notebook shows how to customize PyBaMM's `QuickPlot`, using matplotlib's [style sheets and rcParams](https://matplotlib.org/stable/tutorials/introductory/customizing.html)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "rocky-function",
   "metadata": {},
   "source": [
    "First we define and solve the models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "spare-craft",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.1.2\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip install \"pybamm[plot,cite]\" -q    # install PyBaMM if it is not installed\n",
    "import pybamm\n",
    "\n",
    "models = [pybamm.lithium_ion.SPM(), pybamm.lithium_ion.SPMe(), pybamm.lithium_ion.DFN()]\n",
    "sims = []\n",
    "for model in models:\n",
    "    sim = pybamm.Simulation(model)\n",
    "    sim.solve([0, 3600])\n",
    "    sims.append(sim)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "nutritional-scratch",
   "metadata": {},
   "source": [
    "Call the default plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "healthy-fluid",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "74615ee0f3bf4ce7a681c0e556bec502",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=1.0, step=0.01), Output()), _dom_classes=('w…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<pybamm.plotting.quick_plot.QuickPlot at 0x28810b850>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pybamm.dynamic_plot(sims)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "basic-mentor",
   "metadata": {},
   "source": [
    "## Using style sheets"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "mysterious-pantyhose",
   "metadata": {},
   "source": [
    "The easiest way to customize style is to use one of matplotlib's available style sheets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "sunset-planet",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Solarize_Light2',\n",
       " '_classic_test_patch',\n",
       " '_mpl-gallery',\n",
       " '_mpl-gallery-nogrid',\n",
       " 'bmh',\n",
       " 'classic',\n",
       " 'dark_background',\n",
       " 'fast',\n",
       " 'fivethirtyeight',\n",
       " 'ggplot',\n",
       " 'grayscale',\n",
       " 'seaborn-v0_8',\n",
       " 'seaborn-v0_8-bright',\n",
       " 'seaborn-v0_8-colorblind',\n",
       " 'seaborn-v0_8-dark',\n",
       " 'seaborn-v0_8-dark-palette',\n",
       " 'seaborn-v0_8-darkgrid',\n",
       " 'seaborn-v0_8-deep',\n",
       " 'seaborn-v0_8-muted',\n",
       " 'seaborn-v0_8-notebook',\n",
       " 'seaborn-v0_8-paper',\n",
       " 'seaborn-v0_8-pastel',\n",
       " 'seaborn-v0_8-poster',\n",
       " 'seaborn-v0_8-talk',\n",
       " 'seaborn-v0_8-ticks',\n",
       " 'seaborn-v0_8-white',\n",
       " 'seaborn-v0_8-whitegrid',\n",
       " 'tableau-colorblind10']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "plt.style.available"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "headed-royalty",
   "metadata": {},
   "source": [
    "For example we can use the ggplot style from R. In this case, the title fonts are quite large, so we reduce the number of words in a title before a line break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "behavioral-tyler",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1436920c8a174d099b1fe25dfb41c55c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=1.0, step=0.01), Output()), _dom_classes=('w…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<pybamm.plotting.quick_plot.QuickPlot at 0x289590050>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plt.style.use(\"ggplot\")\n",
    "pybamm.settings.max_words_in_line = 3\n",
    "pybamm.dynamic_plot(sims)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "annoying-limitation",
   "metadata": {},
   "source": [
    "Another good set of style sheets for scientific plots is available by pip installing the [SciencePlots](https://github.com/garrettj403/SciencePlots) package"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "valuable-baptist",
   "metadata": {},
   "source": [
    "## Further customization using rcParams"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "atlantic-building",
   "metadata": {},
   "source": [
    "Sometimes we want further customization of a style, without needing to edit the style sheets. For example, we can update the font sizes and plot again.\n",
    "\n",
    "To change the line colors, we use `cycler`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "excited-circuit",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8f4c908b9c604d43a9a028c84fc86b1a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "interactive(children=(FloatSlider(value=0.0, description='t', max=1.0, step=0.01), Output()), _dom_classes=('w…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<pybamm.plotting.quick_plot.QuickPlot at 0x282c16290>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib as mpl\n",
    "from cycler import cycler\n",
    "\n",
    "mpl.rcParams[\"axes.labelsize\"] = 12\n",
    "mpl.rcParams[\"axes.titlesize\"] = 12\n",
    "mpl.rcParams[\"xtick.labelsize\"] = 12\n",
    "mpl.rcParams[\"ytick.labelsize\"] = 12\n",
    "mpl.rcParams[\"legend.fontsize\"] = 12\n",
    "mpl.rcParams[\"axes.prop_cycle\"] = cycler(\"color\", [\"k\", \"g\", \"c\"])\n",
    "pybamm.dynamic_plot(sims)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "recreational-complexity",
   "metadata": {},
   "source": [
    "## Very fine customization"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "german-possibility",
   "metadata": {},
   "source": [
    "Some customization of the `QuickPlot` object is possible by passing arguments - see the [docs](https://docs.pybamm.org/en/latest/source/api/plotting/quick_plot.html) for details\n",
    "\n",
    "We can also further control the plot by calling `plot.fig` after the figure has been created, and editing the matplotlib objects. For example, here we move the titles to the ylabel, and move the legend."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "specific-dictionary",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x700 with 8 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pybamm.settings.max_words_in_line = 4\n",
    "\n",
    "plot = pybamm.QuickPlot(sims, figsize=(14, 7))\n",
    "plot.plot(0.5)  # time in hours\n",
    "\n",
    "# Move title to ylabel\n",
    "for ax in plot.fig.axes:\n",
    "    title = ax.get_title()\n",
    "    ax.set_title(\"\")\n",
    "    ax.set_ylabel(title)\n",
    "\n",
    "# Remove old legend and add a new one in the bottom\n",
    "leg = plot.fig.get_children()[-1]\n",
    "leg.set_visible(False)\n",
    "plot.fig.legend(plot.labels, loc=\"lower center\", ncol=len(plot.labels), fontsize=11)\n",
    "\n",
    "# Adjust layout\n",
    "plot.gridspec.tight_layout(plot.fig, rect=[0, 0.04, 1, 1])"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "approved-gibraltar",
   "metadata": {},
   "source": [
    "The figure can then be saved using `plot.fig.savefig`"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "id": "needed-structure",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "The relevant papers for this notebook are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "refined-space",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n",
      "[2] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n",
      "[3] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n",
      "[4] Scott G. Marquis, Valentin Sulzer, Robert Timms, Colin P. Please, and S. Jon Chapman. An asymptotic derivation of a single particle model with electrolyte. Journal of The Electrochemical Society, 166(15):A3693–A3706, 2019. doi:10.1149/2.0341915jes.\n",
      "[5] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pybamm.print_citations()"
   ]
  }
 ],
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   "title_cell": "Table of Contents",
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